{"id":"W2167277557","doi":"10.1109/mascot.2002.1167058","title":"Network traffic behaviour in switched Ethernet systems","year":2003,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Toronto; Imperial College London","keywords":"Computer science; Server; Computer network; Queueing theory; Pareto distribution; File server; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022126,0.000273841,0.0002468424,0.001124446,0.0003892094,0.0004799659,0.0004162238,0.0005744184,0.000566385],"category_scores_gemma":[0.006317279,0.0001517661,0.0001194562,0.000941948,0.0004632774,0.0007333153,0.0002407925,0.0002665594,0.0001388155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009576607,"about_ca_system_score_gemma":0.0001945933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241792,"about_ca_topic_score_gemma":0.001482677,"domain_scores_codex":[0.9993135,0.0002637678,0.00004164383,0.00007242389,0.0002228873,0.00008570377],"domain_scores_gemma":[0.9965584,0.00204362,0.0003185578,0.000171618,0.0007661991,0.0001415971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002230022,0.0006580499,0.2166785,0.0002519316,0.0001390902,0.002116561,0.002283185,0.5785969,0.1328757,0.01016603,0.001804553,0.05219941],"study_design_scores_gemma":[0.00002700498,0.0002843843,0.05419194,0.00002553437,0.00002023954,0.0006622787,0.0004375051,0.926567,0.0149818,0.002113197,0.0006505501,0.00003868197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962026,0.00004196567,0.003045417,0.00003581568,0.000003883458,0.000008625817,0.00004558521,0.00009466955,0.00052132],"genre_scores_gemma":[0.9993449,0.00002221443,0.0004296366,0.000004524218,0.00000215591,0.000005398178,0.0000801177,0.000007379827,0.0001036371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003241792,"threshold_uncertainty_score":0.006948411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286359389911526,"score_gpt":0.2164427221051337,"score_spread":0.2035791282060184,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}